Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 2111 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 9 |
| Duplicate rows (%) | 0.4% |
| Total size in memory | 280.5 KiB |
| Average record size in memory | 136.1 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 5 |
| Boolean | 4 |
| Dataset has 9 (0.4%) duplicate rows | Duplicates |
Gender is highly overall correlated with Height and 1 other fields | High correlation |
Height is highly overall correlated with Gender | High correlation |
NObeyesdad is highly overall correlated with Gender and 2 other fields | High correlation |
Weight is highly overall correlated with NObeyesdad and 1 other fields | High correlation |
family_history_with_overweight is highly overall correlated with NObeyesdad and 1 other fields | High correlation |
SCC is highly imbalanced (73.3%) | Imbalance |
SMOKE is highly imbalanced (85.4%) | Imbalance |
CAEC is highly imbalanced (58.1%) | Imbalance |
MTRANS is highly imbalanced (57.1%) | Imbalance |
FAF has 411 (19.5%) zeros | Zeros |
TUE has 557 (26.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-08-29 23:33:11.371706 |
|---|---|
| Analysis finished | 2024-08-29 23:33:19.575711 |
| Duration | 8.2 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Age
Real number (ℝ)
| Distinct | 1402 |
|---|---|
| Distinct (%) | 66.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.3126 |
| Minimum | 14 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 17.891428 |
| Q1 | 19.947192 |
| median | 22.77789 |
| Q3 | 26 |
| 95-th percentile | 38.09807 |
| Maximum | 61 |
| Range | 47 |
| Interquartile range (IQR) | 6.052808 |
Descriptive statistics
| Standard deviation | 6.3459683 |
|---|---|
| Coefficient of variation (CV) | 0.26101562 |
| Kurtosis | 2.826389 |
| Mean | 24.3126 |
| Median Absolute Deviation (MAD) | 3.22211 |
| Skewness | 1.5291004 |
| Sum | 51323.898 |
| Variance | 40.271313 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 128 | 6.1% |
| 26 | 101 | 4.8% |
| 21 | 96 | 4.5% |
| 23 | 89 | 4.2% |
| 19 | 59 | 2.8% |
| 20 | 48 | 2.3% |
| 22 | 39 | 1.8% |
| 17 | 30 | 1.4% |
| 24 | 18 | 0.9% |
| 25 | 16 | 0.8% |
| Other values (1392) | 1487 |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 9 | |
| 16.093234 | 1 | < 0.1% |
| 16.129279 | 1 | < 0.1% |
| 16.172992 | 1 | < 0.1% |
| 16.198153 | 1 | < 0.1% |
| 16.240576 | 1 | < 0.1% |
| 16.270434 | 1 | < 0.1% |
| 16.30687 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 61 | 1 | |
| 56 | 1 | |
| 55.24625 | 1 | |
| 55.137881 | 1 | |
| 55.022494 | 1 | |
| 55 | 2 | |
| 52 | 1 | |
| 51 | 1 | |
| 50.832559 | 1 | |
| 47.7061 | 1 |
Gender
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| Male | |
|---|---|
| Female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9881573 |
| Min length | 4 |
Characters and Unicode
| Total characters | 10530 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 1068 | |
| Female | 1043 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 1068 | |
| female | 1043 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3154 | |
| a | 2111 | |
| l | 2111 | |
| M | 1068 | 10.1% |
| F | 1043 | 9.9% |
| m | 1043 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10530 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 3154 | |
| a | 2111 | |
| l | 2111 | |
| M | 1068 | 10.1% |
| F | 1043 | 9.9% |
| m | 1043 | 9.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10530 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 3154 | |
| a | 2111 | |
| l | 2111 | |
| M | 1068 | 10.1% |
| F | 1043 | 9.9% |
| m | 1043 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10530 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 3154 | |
| a | 2111 | |
| l | 2111 | |
| M | 1068 | 10.1% |
| F | 1043 | 9.9% |
| m | 1043 | 9.9% |
Height
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1574 |
|---|---|
| Distinct (%) | 74.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7016774 |
| Minimum | 1.45 |
|---|---|
| Maximum | 1.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 1.45 |
|---|---|
| 5-th percentile | 1.5482905 |
| Q1 | 1.63 |
| median | 1.700499 |
| Q3 | 1.768464 |
| 95-th percentile | 1.85 |
| Maximum | 1.98 |
| Range | 0.53 |
| Interquartile range (IQR) | 0.138464 |
Descriptive statistics
| Standard deviation | 0.09330482 |
|---|---|
| Coefficient of variation (CV) | 0.054831088 |
| Kurtosis | -0.56294889 |
| Mean | 1.7016774 |
| Median Absolute Deviation (MAD) | 0.069769 |
| Skewness | -0.012854646 |
| Sum | 3592.2409 |
| Variance | 0.0087057894 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.7 | 60 | 2.8% |
| 1.65 | 50 | 2.4% |
| 1.6 | 43 | 2.0% |
| 1.75 | 39 | 1.8% |
| 1.62 | 36 | 1.7% |
| 1.8 | 28 | 1.3% |
| 1.72 | 19 | 0.9% |
| 1.63 | 17 | 0.8% |
| 1.67 | 16 | 0.8% |
| 1.78 | 15 | 0.7% |
| Other values (1564) | 1788 |
| Value | Count | Frequency (%) |
| 1.45 | 1 | < 0.1% |
| 1.456346 | 1 | < 0.1% |
| 1.48 | 1 | < 0.1% |
| 1.481682 | 1 | < 0.1% |
| 1.483284 | 1 | < 0.1% |
| 1.486484 | 1 | < 0.1% |
| 1.489409 | 1 | < 0.1% |
| 1.491441 | 1 | < 0.1% |
| 1.498561 | 1 | < 0.1% |
| 1.5 | 13 |
| Value | Count | Frequency (%) |
| 1.98 | 1 | |
| 1.975663 | 1 | |
| 1.947406 | 1 | |
| 1.942725 | 1 | |
| 1.931263 | 1 | |
| 1.930416 | 1 | |
| 1.93 | 2 | |
| 1.92 | 1 | |
| 1.919543 | 1 | |
| 1.918859 | 1 |
Weight
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1525 |
|---|---|
| Distinct (%) | 72.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.586058 |
| Minimum | 39 |
|---|---|
| Maximum | 173 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 48.5 |
| Q1 | 65.473343 |
| median | 83 |
| Q3 | 107.43068 |
| 95-th percentile | 131.91615 |
| Maximum | 173 |
| Range | 134 |
| Interquartile range (IQR) | 41.957339 |
Descriptive statistics
| Standard deviation | 26.191172 |
|---|---|
| Coefficient of variation (CV) | 0.30248717 |
| Kurtosis | -0.69989816 |
| Mean | 86.586058 |
| Median Absolute Deviation (MAD) | 21.735215 |
| Skewness | 0.2554105 |
| Sum | 182783.17 |
| Variance | 685.97748 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 59 | 2.8% |
| 70 | 43 | 2.0% |
| 50 | 42 | 2.0% |
| 75 | 40 | 1.9% |
| 60 | 37 | 1.8% |
| 65 | 26 | 1.2% |
| 42 | 22 | 1.0% |
| 90 | 20 | 0.9% |
| 78 | 19 | 0.9% |
| 85 | 18 | 0.9% |
| Other values (1515) | 1785 |
| Value | Count | Frequency (%) |
| 39 | 1 | |
| 39.101805 | 1 | |
| 39.371523 | 1 | |
| 39.695295 | 1 | |
| 39.850137 | 1 | |
| 40 | 1 | |
| 40.202773 | 1 | |
| 40.343463 | 1 | |
| 41.220175 | 1 | |
| 41.268597 | 1 |
| Value | Count | Frequency (%) |
| 173 | 1 | |
| 165.057269 | 1 | |
| 160.935351 | 1 | |
| 160.639405 | 1 | |
| 155.872093 | 1 | |
| 155.242672 | 1 | |
| 154.618446 | 1 | |
| 153.959945 | 1 | |
| 153.149491 | 1 | |
| 152.720545 | 1 |
CALC
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| Sometimes | |
|---|---|
| no | |
| Frequently | 70 |
| Always | 1 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 6.9128375 |
| Min length | 2 |
Characters and Unicode
| Total characters | 14593 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | no |
|---|---|
| 2nd row | Sometimes |
| 3rd row | Frequently |
| 4th row | Frequently |
| 5th row | Sometimes |
Common Values
| Value | Count | Frequency (%) |
| Sometimes | 1401 | |
| no | 639 | |
| Frequently | 70 | 3.3% |
| Always | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sometimes | 1401 | |
| no | 639 | |
| frequently | 70 | 3.3% |
| always | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2942 | |
| m | 2802 | |
| o | 2040 | |
| t | 1471 | |
| s | 1402 | |
| S | 1401 | |
| i | 1401 | |
| n | 709 | 4.9% |
| l | 71 | 0.5% |
| y | 71 | 0.5% |
| Other values (7) | 283 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14593 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2942 | |
| m | 2802 | |
| o | 2040 | |
| t | 1471 | |
| s | 1402 | |
| S | 1401 | |
| i | 1401 | |
| n | 709 | 4.9% |
| l | 71 | 0.5% |
| y | 71 | 0.5% |
| Other values (7) | 283 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14593 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2942 | |
| m | 2802 | |
| o | 2040 | |
| t | 1471 | |
| s | 1402 | |
| S | 1401 | |
| i | 1401 | |
| n | 709 | 4.9% |
| l | 71 | 0.5% |
| y | 71 | 0.5% |
| Other values (7) | 283 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14593 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2942 | |
| m | 2802 | |
| o | 2040 | |
| t | 1471 | |
| s | 1402 | |
| S | 1401 | |
| i | 1401 | |
| n | 709 | 4.9% |
| l | 71 | 0.5% |
| y | 71 | 0.5% |
| Other values (7) | 283 | 1.9% |
FAVC
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1866 | |
| False | 245 | 11.6% |
FCVC
Real number (ℝ)
| Distinct | 810 |
|---|---|
| Distinct (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4190431 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.5232145 |
| Q1 | 2 |
| median | 2.385502 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.53392658 |
|---|---|
| Coefficient of variation (CV) | 0.2207181 |
| Kurtosis | -0.6375459 |
| Mean | 2.4190431 |
| Median Absolute Deviation (MAD) | 0.385502 |
| Skewness | -0.43290583 |
| Sum | 5106.5999 |
| Variance | 0.28507759 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 652 | |
| 2 | 600 | |
| 1 | 33 | 1.6% |
| 2.971574 | 2 | 0.1% |
| 2.630137 | 2 | 0.1% |
| 2.9673 | 2 | 0.1% |
| 2.758394 | 2 | 0.1% |
| 2.823179 | 2 | 0.1% |
| 2.568063 | 2 | 0.1% |
| 2.13683 | 2 | 0.1% |
| Other values (800) | 812 |
| Value | Count | Frequency (%) |
| 1 | 33 | |
| 1.003566 | 1 | < 0.1% |
| 1.005578 | 1 | < 0.1% |
| 1.00876 | 1 | < 0.1% |
| 1.031149 | 1 | < 0.1% |
| 1.036159 | 1 | < 0.1% |
| 1.036414 | 1 | < 0.1% |
| 1.052699 | 1 | < 0.1% |
| 1.053534 | 1 | < 0.1% |
| 1.063449 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 652 | |
| 2.998441 | 1 | < 0.1% |
| 2.997951 | 1 | < 0.1% |
| 2.997524 | 1 | < 0.1% |
| 2.996717 | 1 | < 0.1% |
| 2.996186 | 1 | < 0.1% |
| 2.995599 | 1 | < 0.1% |
| 2.99448 | 1 | < 0.1% |
| 2.992329 | 1 | < 0.1% |
| 2.992205 | 1 | < 0.1% |
NCP
Real number (ℝ)
| Distinct | 635 |
|---|---|
| Distinct (%) | 30.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.685628 |
| Minimum | 1 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2.658738 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3.750881 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range (IQR) | 0.341262 |
Descriptive statistics
| Standard deviation | 0.77803865 |
|---|---|
| Coefficient of variation (CV) | 0.28970454 |
| Kurtosis | 0.38552662 |
| Mean | 2.685628 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.1070973 |
| Sum | 5669.3608 |
| Variance | 0.60534414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1203 | |
| 1 | 199 | 9.4% |
| 4 | 69 | 3.3% |
| 3.691226 | 2 | 0.1% |
| 2.77684 | 2 | 0.1% |
| 3.559841 | 2 | 0.1% |
| 3.985442 | 2 | 0.1% |
| 1.894384 | 2 | 0.1% |
| 2.644692 | 2 | 0.1% |
| 1.73762 | 2 | 0.1% |
| Other values (625) | 626 |
| Value | Count | Frequency (%) |
| 1 | 199 | |
| 1.000283 | 1 | < 0.1% |
| 1.000414 | 1 | < 0.1% |
| 1.00061 | 1 | < 0.1% |
| 1.001383 | 1 | < 0.1% |
| 1.001542 | 1 | < 0.1% |
| 1.001633 | 1 | < 0.1% |
| 1.005391 | 1 | < 0.1% |
| 1.009426 | 1 | < 0.1% |
| 1.010319 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 69 | |
| 3.999591 | 1 | < 0.1% |
| 3.998766 | 1 | < 0.1% |
| 3.998618 | 1 | < 0.1% |
| 3.995957 | 1 | < 0.1% |
| 3.995147 | 1 | < 0.1% |
| 3.994588 | 1 | < 0.1% |
| 3.990925 | 1 | < 0.1% |
| 3.98955 | 1 | < 0.1% |
| 3.989492 | 1 | < 0.1% |
SCC
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| False | |
|---|---|
| True | 96 |
| Value | Count | Frequency (%) |
| False | 2015 | |
| True | 96 | 4.5% |
SMOKE
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| False | |
|---|---|
| True | 44 |
| Value | Count | Frequency (%) |
| False | 2067 | |
| True | 44 | 2.1% |
CH2O
Real number (ℝ)
| Distinct | 1268 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0080114 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.5848125 |
| median | 2 |
| Q3 | 2.47742 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 0.8926075 |
Descriptive statistics
| Standard deviation | 0.61295345 |
|---|---|
| Coefficient of variation (CV) | 0.30525397 |
| Kurtosis | -0.87939461 |
| Mean | 2.0080114 |
| Median Absolute Deviation (MAD) | 0.452986 |
| Skewness | -0.10491164 |
| Sum | 4238.9121 |
| Variance | 0.37571193 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 448 | 21.2% |
| 1 | 211 | 10.0% |
| 3 | 162 | 7.7% |
| 2.825629 | 3 | 0.1% |
| 1.636326 | 3 | 0.1% |
| 1.490613 | 2 | 0.1% |
| 2.13755 | 2 | 0.1% |
| 2.147746 | 2 | 0.1% |
| 1.656082 | 2 | 0.1% |
| 2.843777 | 2 | 0.1% |
| Other values (1258) | 1274 |
| Value | Count | Frequency (%) |
| 1 | 211 | |
| 1.000463 | 1 | < 0.1% |
| 1.000536 | 1 | < 0.1% |
| 1.000544 | 1 | < 0.1% |
| 1.000695 | 1 | < 0.1% |
| 1.001307 | 1 | < 0.1% |
| 1.001995 | 1 | < 0.1% |
| 1.002292 | 1 | < 0.1% |
| 1.003063 | 1 | < 0.1% |
| 1.003563 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 162 | |
| 2.999495 | 1 | < 0.1% |
| 2.994515 | 1 | < 0.1% |
| 2.993448 | 1 | < 0.1% |
| 2.991671 | 1 | < 0.1% |
| 2.989389 | 1 | < 0.1% |
| 2.988771 | 1 | < 0.1% |
| 2.987718 | 1 | < 0.1% |
| 2.987406 | 1 | < 0.1% |
| 2.984323 | 1 | < 0.1% |
family_history_with_overweight
Boolean
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1726 | |
| False | 385 | 18.2% |
FAF
Real number (ℝ)
ZEROS 
| Distinct | 1190 |
|---|---|
| Distinct (%) | 56.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0102977 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 411 |
| Zeros (%) | 19.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.124505 |
| median | 1 |
| Q3 | 1.6666775 |
| 95-th percentile | 2.677133 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1.5421725 |
Descriptive statistics
| Standard deviation | 0.85059243 |
|---|---|
| Coefficient of variation (CV) | 0.84192257 |
| Kurtosis | -0.62058776 |
| Mean | 1.0102977 |
| Median Absolute Deviation (MAD) | 0.804157 |
| Skewness | 0.49848961 |
| Sum | 2132.7384 |
| Variance | 0.72350748 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 411 | 19.5% |
| 1 | 234 | 11.1% |
| 2 | 183 | 8.7% |
| 3 | 75 | 3.6% |
| 1.978631 | 2 | 0.1% |
| 1.067817 | 2 | 0.1% |
| 1.399183 | 2 | 0.1% |
| 1.661556 | 2 | 0.1% |
| 1.228136 | 2 | 0.1% |
| 0.245354 | 2 | 0.1% |
| Other values (1180) | 1196 |
| Value | Count | Frequency (%) |
| 0 | 411 | |
| 9.6 × 10-5 | 1 | < 0.1% |
| 0.000272 | 1 | < 0.1% |
| 0.000454 | 1 | < 0.1% |
| 0.001015 | 1 | < 0.1% |
| 0.001086 | 1 | < 0.1% |
| 0.001272 | 1 | < 0.1% |
| 0.001297 | 1 | < 0.1% |
| 0.00203 | 1 | < 0.1% |
| 0.00342 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 75 | |
| 2.999918 | 1 | < 0.1% |
| 2.998981 | 1 | < 0.1% |
| 2.971832 | 1 | < 0.1% |
| 2.939733 | 1 | < 0.1% |
| 2.936551 | 1 | < 0.1% |
| 2.931527 | 1 | < 0.1% |
| 2.892922 | 2 | 0.1% |
| 2.891986 | 1 | < 0.1% |
| 2.89118 | 1 | < 0.1% |
TUE
Real number (ℝ)
ZEROS 
| Distinct | 1129 |
|---|---|
| Distinct (%) | 53.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65786592 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 557 |
| Zeros (%) | 26.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.62535 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.60892726 |
|---|---|
| Coefficient of variation (CV) | 0.92560997 |
| Kurtosis | -0.5486604 |
| Mean | 0.65786592 |
| Median Absolute Deviation (MAD) | 0.484872 |
| Skewness | 0.61850241 |
| Sum | 1388.755 |
| Variance | 0.37079241 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 557 | |
| 1 | 292 | 13.8% |
| 2 | 109 | 5.2% |
| 0.630866 | 4 | 0.2% |
| 0.0026 | 3 | 0.1% |
| 1.119877 | 3 | 0.1% |
| 0.369134 | 2 | 0.1% |
| 0.677909 | 2 | 0.1% |
| 1.358163 | 2 | 0.1% |
| 1.875023 | 2 | 0.1% |
| Other values (1119) | 1135 |
| Value | Count | Frequency (%) |
| 0 | 557 | |
| 7.3 × 10-5 | 1 | < 0.1% |
| 0.000355 | 1 | < 0.1% |
| 0.000436 | 1 | < 0.1% |
| 0.001096 | 1 | < 0.1% |
| 0.00133 | 1 | < 0.1% |
| 0.001337 | 1 | < 0.1% |
| 0.001518 | 1 | < 0.1% |
| 0.00159 | 1 | < 0.1% |
| 0.00164 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 109 | |
| 1.99219 | 1 | < 0.1% |
| 1.990617 | 1 | < 0.1% |
| 1.983678 | 1 | < 0.1% |
| 1.980875 | 1 | < 0.1% |
| 1.978043 | 1 | < 0.1% |
| 1.972926 | 1 | < 0.1% |
| 1.97117 | 1 | < 0.1% |
| 1.969507 | 1 | < 0.1% |
| 1.967259 | 1 | < 0.1% |
CAEC
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| Sometimes | |
|---|---|
| Frequently | |
| Always | 53 |
| no | 51 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.8702037 |
| Min length | 2 |
Characters and Unicode
| Total characters | 18725 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sometimes |
|---|---|
| 2nd row | Sometimes |
| 3rd row | Sometimes |
| 4th row | Sometimes |
| 5th row | Sometimes |
Common Values
| Value | Count | Frequency (%) |
| Sometimes | 1765 | |
| Frequently | 242 | 11.5% |
| Always | 53 | 2.5% |
| no | 51 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sometimes | 1765 | |
| frequently | 242 | 11.5% |
| always | 53 | 2.5% |
| no | 51 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4014 | |
| m | 3530 | |
| t | 2007 | |
| s | 1818 | |
| o | 1816 | |
| S | 1765 | |
| i | 1765 | |
| y | 295 | 1.6% |
| l | 295 | 1.6% |
| n | 293 | 1.6% |
| Other values (7) | 1127 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18725 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 4014 | |
| m | 3530 | |
| t | 2007 | |
| s | 1818 | |
| o | 1816 | |
| S | 1765 | |
| i | 1765 | |
| y | 295 | 1.6% |
| l | 295 | 1.6% |
| n | 293 | 1.6% |
| Other values (7) | 1127 | 6.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18725 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 4014 | |
| m | 3530 | |
| t | 2007 | |
| s | 1818 | |
| o | 1816 | |
| S | 1765 | |
| i | 1765 | |
| y | 295 | 1.6% |
| l | 295 | 1.6% |
| n | 293 | 1.6% |
| Other values (7) | 1127 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18725 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 4014 | |
| m | 3530 | |
| t | 2007 | |
| s | 1818 | |
| o | 1816 | |
| S | 1765 | |
| i | 1765 | |
| y | 295 | 1.6% |
| l | 295 | 1.6% |
| n | 293 | 1.6% |
| Other values (7) | 1127 | 6.0% |
MTRANS
Categorical
IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| Public_Transportation | |
|---|---|
| Automobile | |
| Walking | 56 |
| Motorbike | 11 |
| Bike | 7 |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 18.128375 |
| Min length | 4 |
Characters and Unicode
| Total characters | 38269 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Public_Transportation |
|---|---|
| 2nd row | Public_Transportation |
| 3rd row | Public_Transportation |
| 4th row | Walking |
| 5th row | Public_Transportation |
Common Values
| Value | Count | Frequency (%) |
| Public_Transportation | 1580 | |
| Automobile | 457 | 21.6% |
| Walking | 56 | 2.7% |
| Motorbike | 11 | 0.5% |
| Bike | 7 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| public_transportation | 1580 | |
| automobile | 457 | 21.6% |
| walking | 56 | 2.7% |
| motorbike | 11 | 0.5% |
| bike | 7 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 4096 | |
| i | 3691 | 9.6% |
| t | 3628 | 9.5% |
| a | 3216 | 8.4% |
| n | 3216 | 8.4% |
| r | 3171 | 8.3% |
| l | 2093 | 5.5% |
| b | 2048 | 5.4% |
| u | 2037 | 5.3% |
| P | 1580 | 4.1% |
| Other values (13) | 9493 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 38269 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 4096 | |
| i | 3691 | 9.6% |
| t | 3628 | 9.5% |
| a | 3216 | 8.4% |
| n | 3216 | 8.4% |
| r | 3171 | 8.3% |
| l | 2093 | 5.5% |
| b | 2048 | 5.4% |
| u | 2037 | 5.3% |
| P | 1580 | 4.1% |
| Other values (13) | 9493 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 38269 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 4096 | |
| i | 3691 | 9.6% |
| t | 3628 | 9.5% |
| a | 3216 | 8.4% |
| n | 3216 | 8.4% |
| r | 3171 | 8.3% |
| l | 2093 | 5.5% |
| b | 2048 | 5.4% |
| u | 2037 | 5.3% |
| P | 1580 | 4.1% |
| Other values (13) | 9493 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 38269 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 4096 | |
| i | 3691 | 9.6% |
| t | 3628 | 9.5% |
| a | 3216 | 8.4% |
| n | 3216 | 8.4% |
| r | 3171 | 8.3% |
| l | 2093 | 5.5% |
| b | 2048 | 5.4% |
| u | 2037 | 5.3% |
| P | 1580 | 4.1% |
| Other values (13) | 9493 |
NObeyesdad
Categorical
HIGH CORRELATION 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| Obesity_Type_I | |
|---|---|
| Obesity_Type_III | |
| Obesity_Type_II | |
| Overweight_Level_I | |
| Overweight_Level_II | |
| Other values (2) |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 16.192326 |
| Min length | 13 |
Characters and Unicode
| Total characters | 34182 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal_Weight |
|---|---|
| 2nd row | Normal_Weight |
| 3rd row | Normal_Weight |
| 4th row | Overweight_Level_I |
| 5th row | Overweight_Level_II |
Common Values
| Value | Count | Frequency (%) |
| Obesity_Type_I | 351 | |
| Obesity_Type_III | 324 | |
| Obesity_Type_II | 297 | |
| Overweight_Level_I | 290 | |
| Overweight_Level_II | 290 | |
| Normal_Weight | 287 | |
| Insufficient_Weight | 272 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| obesity_type_i | 351 | |
| obesity_type_iii | 324 | |
| obesity_type_ii | 297 | |
| overweight_level_i | 290 | |
| overweight_level_ii | 290 | |
| normal_weight | 287 | |
| insufficient_weight | 272 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5095 | |
| _ | 3663 | 10.7% |
| I | 3059 | 8.9% |
| i | 2655 | 7.8% |
| t | 2383 | 7.0% |
| y | 1944 | 5.7% |
| O | 1552 | 4.5% |
| s | 1244 | 3.6% |
| v | 1160 | 3.4% |
| g | 1139 | 3.3% |
| Other values (17) | 10288 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34182 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 5095 | |
| _ | 3663 | 10.7% |
| I | 3059 | 8.9% |
| i | 2655 | 7.8% |
| t | 2383 | 7.0% |
| y | 1944 | 5.7% |
| O | 1552 | 4.5% |
| s | 1244 | 3.6% |
| v | 1160 | 3.4% |
| g | 1139 | 3.3% |
| Other values (17) | 10288 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34182 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 5095 | |
| _ | 3663 | 10.7% |
| I | 3059 | 8.9% |
| i | 2655 | 7.8% |
| t | 2383 | 7.0% |
| y | 1944 | 5.7% |
| O | 1552 | 4.5% |
| s | 1244 | 3.6% |
| v | 1160 | 3.4% |
| g | 1139 | 3.3% |
| Other values (17) | 10288 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34182 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 5095 | |
| _ | 3663 | 10.7% |
| I | 3059 | 8.9% |
| i | 2655 | 7.8% |
| t | 2383 | 7.0% |
| y | 1944 | 5.7% |
| O | 1552 | 4.5% |
| s | 1244 | 3.6% |
| v | 1160 | 3.4% |
| g | 1139 | 3.3% |
| Other values (17) | 10288 |
| Age | CAEC | CALC | CH2O | FAF | FAVC | FCVC | Gender | Height | MTRANS | NCP | NObeyesdad | SCC | SMOKE | TUE | Weight | family_history_with_overweight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.157 | 0.163 | 0.013 | -0.208 | 0.138 | 0.062 | 0.196 | -0.003 | 0.350 | -0.106 | 0.296 | 0.141 | 0.178 | -0.298 | 0.357 | 0.239 |
| CAEC | 0.157 | 1.000 | 0.098 | 0.183 | 0.117 | 0.193 | 0.130 | 0.131 | 0.151 | 0.095 | 0.167 | 0.352 | 0.160 | 0.046 | 0.133 | 0.318 | 0.349 |
| CALC | 0.163 | 0.098 | 1.000 | 0.107 | 0.111 | 0.137 | 0.099 | 0.033 | 0.098 | 0.095 | 0.121 | 0.225 | 0.055 | 0.104 | 0.138 | 0.219 | 0.012 |
| CH2O | 0.013 | 0.183 | 0.107 | 1.000 | 0.156 | 0.195 | 0.066 | 0.238 | 0.225 | 0.090 | 0.070 | 0.235 | 0.131 | 0.075 | 0.023 | 0.226 | 0.233 |
| FAF | -0.208 | 0.117 | 0.111 | 0.156 | 1.000 | 0.156 | 0.028 | 0.265 | 0.326 | 0.115 | 0.145 | 0.212 | 0.100 | 0.068 | 0.051 | -0.044 | 0.159 |
| FAVC | 0.138 | 0.193 | 0.137 | 0.195 | 0.156 | 1.000 | 0.088 | 0.060 | 0.212 | 0.201 | 0.042 | 0.328 | 0.186 | 0.040 | 0.171 | 0.293 | 0.205 |
| FCVC | 0.062 | 0.130 | 0.099 | 0.066 | 0.028 | 0.088 | 1.000 | 0.347 | -0.056 | 0.105 | 0.086 | 0.293 | 0.094 | 0.000 | -0.088 | 0.208 | 0.121 |
| Gender | 0.196 | 0.131 | 0.033 | 0.238 | 0.265 | 0.060 | 0.347 | 1.000 | 0.616 | 0.162 | 0.162 | 0.556 | 0.098 | 0.035 | 0.131 | 0.396 | 0.099 |
| Height | -0.003 | 0.151 | 0.098 | 0.225 | 0.326 | 0.212 | -0.056 | 0.616 | 1.000 | 0.086 | 0.204 | 0.204 | 0.174 | 0.177 | 0.082 | 0.463 | 0.293 |
| MTRANS | 0.350 | 0.095 | 0.095 | 0.090 | 0.115 | 0.201 | 0.105 | 0.162 | 0.086 | 1.000 | 0.040 | 0.179 | 0.070 | 0.000 | 0.126 | 0.140 | 0.118 |
| NCP | -0.106 | 0.167 | 0.121 | 0.070 | 0.145 | 0.042 | 0.086 | 0.162 | 0.204 | 0.040 | 1.000 | 0.245 | 0.045 | 0.028 | 0.087 | 0.003 | 0.190 |
| NObeyesdad | 0.296 | 0.352 | 0.225 | 0.235 | 0.212 | 0.328 | 0.293 | 0.556 | 0.204 | 0.179 | 0.245 | 1.000 | 0.235 | 0.111 | 0.217 | 0.575 | 0.540 |
| SCC | 0.141 | 0.160 | 0.055 | 0.131 | 0.100 | 0.186 | 0.094 | 0.098 | 0.174 | 0.070 | 0.045 | 0.235 | 1.000 | 0.033 | 0.129 | 0.235 | 0.181 |
| SMOKE | 0.178 | 0.046 | 0.104 | 0.075 | 0.068 | 0.040 | 0.000 | 0.035 | 0.177 | 0.000 | 0.028 | 0.111 | 0.033 | 1.000 | 0.058 | 0.129 | 0.000 |
| TUE | -0.298 | 0.133 | 0.138 | 0.023 | 0.051 | 0.171 | -0.088 | 0.131 | 0.082 | 0.126 | 0.087 | 0.217 | 0.129 | 0.058 | 1.000 | -0.050 | 0.188 |
| Weight | 0.357 | 0.318 | 0.219 | 0.226 | -0.044 | 0.293 | 0.208 | 0.396 | 0.463 | 0.140 | 0.003 | 0.575 | 0.235 | 0.129 | -0.050 | 1.000 | 0.557 |
| family_history_with_overweight | 0.239 | 0.349 | 0.012 | 0.233 | 0.159 | 0.205 | 0.121 | 0.099 | 0.293 | 0.118 | 0.190 | 0.540 | 0.181 | 0.000 | 0.188 | 0.557 | 1.000 |
| Age | Gender | Height | Weight | CALC | FAVC | FCVC | NCP | SCC | SMOKE | CH2O | family_history_with_overweight | FAF | TUE | CAEC | MTRANS | NObeyesdad | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 21.0 | Female | 1.62 | 64.0 | no | no | 2.0 | 3.0 | no | no | 2.0 | yes | 0.0 | 1.0 | Sometimes | Public_Transportation | Normal_Weight |
| 1 | 21.0 | Female | 1.52 | 56.0 | Sometimes | no | 3.0 | 3.0 | yes | yes | 3.0 | yes | 3.0 | 0.0 | Sometimes | Public_Transportation | Normal_Weight |
| 2 | 23.0 | Male | 1.80 | 77.0 | Frequently | no | 2.0 | 3.0 | no | no | 2.0 | yes | 2.0 | 1.0 | Sometimes | Public_Transportation | Normal_Weight |
| 3 | 27.0 | Male | 1.80 | 87.0 | Frequently | no | 3.0 | 3.0 | no | no | 2.0 | no | 2.0 | 0.0 | Sometimes | Walking | Overweight_Level_I |
| 4 | 22.0 | Male | 1.78 | 89.8 | Sometimes | no | 2.0 | 1.0 | no | no | 2.0 | no | 0.0 | 0.0 | Sometimes | Public_Transportation | Overweight_Level_II |
| 5 | 29.0 | Male | 1.62 | 53.0 | Sometimes | yes | 2.0 | 3.0 | no | no | 2.0 | no | 0.0 | 0.0 | Sometimes | Automobile | Normal_Weight |
| 6 | 23.0 | Female | 1.50 | 55.0 | Sometimes | yes | 3.0 | 3.0 | no | no | 2.0 | yes | 1.0 | 0.0 | Sometimes | Motorbike | Normal_Weight |
| 7 | 22.0 | Male | 1.64 | 53.0 | Sometimes | no | 2.0 | 3.0 | no | no | 2.0 | no | 3.0 | 0.0 | Sometimes | Public_Transportation | Normal_Weight |
| 8 | 24.0 | Male | 1.78 | 64.0 | Frequently | yes | 3.0 | 3.0 | no | no | 2.0 | yes | 1.0 | 1.0 | Sometimes | Public_Transportation | Normal_Weight |
| 9 | 22.0 | Male | 1.72 | 68.0 | no | yes | 2.0 | 3.0 | no | no | 2.0 | yes | 1.0 | 1.0 | Sometimes | Public_Transportation | Normal_Weight |
| Age | Gender | Height | Weight | CALC | FAVC | FCVC | NCP | SCC | SMOKE | CH2O | family_history_with_overweight | FAF | TUE | CAEC | MTRANS | NObeyesdad | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2101 | 25.722004 | Female | 1.628470 | 107.218949 | Sometimes | yes | 3.0 | 3.0 | no | no | 2.487070 | yes | 0.067329 | 0.455823 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2102 | 25.765628 | Female | 1.627839 | 108.107360 | Sometimes | yes | 3.0 | 3.0 | no | no | 2.320068 | yes | 0.045246 | 0.413106 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2103 | 21.016849 | Female | 1.724268 | 133.033523 | Sometimes | yes | 3.0 | 3.0 | no | no | 1.650612 | yes | 1.537639 | 0.912457 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2104 | 21.682367 | Female | 1.732383 | 133.043941 | Sometimes | yes | 3.0 | 3.0 | no | no | 1.610768 | yes | 1.510398 | 0.931455 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2105 | 21.285965 | Female | 1.726920 | 131.335786 | Sometimes | yes | 3.0 | 3.0 | no | no | 1.796267 | yes | 1.728332 | 0.897924 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2106 | 20.976842 | Female | 1.710730 | 131.408528 | Sometimes | yes | 3.0 | 3.0 | no | no | 1.728139 | yes | 1.676269 | 0.906247 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2107 | 21.982942 | Female | 1.748584 | 133.742943 | Sometimes | yes | 3.0 | 3.0 | no | no | 2.005130 | yes | 1.341390 | 0.599270 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2108 | 22.524036 | Female | 1.752206 | 133.689352 | Sometimes | yes | 3.0 | 3.0 | no | no | 2.054193 | yes | 1.414209 | 0.646288 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2109 | 24.361936 | Female | 1.739450 | 133.346641 | Sometimes | yes | 3.0 | 3.0 | no | no | 2.852339 | yes | 1.139107 | 0.586035 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2110 | 23.664709 | Female | 1.738836 | 133.472641 | Sometimes | yes | 3.0 | 3.0 | no | no | 2.863513 | yes | 1.026452 | 0.714137 | Sometimes | Public_Transportation | Obesity_Type_III |
Most frequently occurring
| Age | Gender | Height | Weight | CALC | FAVC | FCVC | NCP | SCC | SMOKE | CH2O | family_history_with_overweight | FAF | TUE | CAEC | MTRANS | NObeyesdad | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5 | 21.0 | Male | 1.62 | 70.0 | Sometimes | yes | 2.0 | 1.0 | no | no | 3.0 | no | 1.0 | 0.0 | no | Public_Transportation | Overweight_Level_I | 15 |
| 4 | 21.0 | Female | 1.52 | 42.0 | Sometimes | yes | 3.0 | 1.0 | no | no | 1.0 | no | 0.0 | 0.0 | Frequently | Public_Transportation | Insufficient_Weight | 4 |
| 0 | 16.0 | Female | 1.66 | 58.0 | no | no | 2.0 | 1.0 | no | no | 1.0 | no | 0.0 | 1.0 | Sometimes | Walking | Normal_Weight | 2 |
| 2 | 18.0 | Male | 1.72 | 53.0 | Sometimes | yes | 2.0 | 3.0 | no | no | 2.0 | yes | 0.0 | 2.0 | Sometimes | Public_Transportation | Insufficient_Weight | 2 |
| 1 | 18.0 | Female | 1.62 | 55.0 | no | yes | 2.0 | 3.0 | no | no | 1.0 | yes | 1.0 | 1.0 | Frequently | Public_Transportation | Normal_Weight | 2 |
| 3 | 21.0 | Female | 1.52 | 42.0 | Sometimes | no | 3.0 | 1.0 | no | no | 1.0 | no | 0.0 | 0.0 | Frequently | Public_Transportation | Insufficient_Weight | 2 |
| 6 | 22.0 | Female | 1.69 | 65.0 | Sometimes | yes | 2.0 | 3.0 | no | no | 2.0 | yes | 1.0 | 1.0 | Sometimes | Public_Transportation | Normal_Weight | 2 |
| 7 | 22.0 | Male | 1.74 | 75.0 | no | yes | 3.0 | 3.0 | no | no | 1.0 | yes | 1.0 | 0.0 | Frequently | Automobile | Normal_Weight | 2 |
| 8 | 25.0 | Female | 1.57 | 55.0 | Sometimes | yes | 2.0 | 1.0 | no | no | 2.0 | no | 2.0 | 0.0 | Sometimes | Public_Transportation | Normal_Weight | 2 |